He slammed the door, the sound echoing through the empty apartment. Mark hadn't slept properly in days. The job interview hadn't gone well. He was supposed to be a success story, yet he was stuck. He needed a win. He found the letter in a drawer, tucked away in a shoebox. It was from him, years ago, addressed to his estranged father.

He uncrumpled the paper, the thin sheets fragile to the touch. The words were a plea for connection, for acceptance. A plea for a father's love. A wave of heat washed over him. His throat constricted. He hated this feeling.

He tossed the letter aside, pacing the small space. He grabbed a bottle of water, then flung it across the room. He felt the sting in his eyes and wished he could just shut off the noise in his mind.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

This story is one of 1,000 stories generated for the emotion troubled. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 troubled stories, after denoising with neutral dialogue baselines, produces the troubled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the troubled vector is projected through the unembedding matrix.

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236